The following courses are part of study year one.

The course application codes and study periods are valid for the academic year 2020/2021. For other academic years, different application codes and study periods may apply.

General courses

Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management, 300 higher education credits, takes place within framework of the Master program Industrial Engineering and Management - TIEMM

Specialisations

Track, Sustainable Energy Utilization (EEAA)

Courses (EEAA)

Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM.

At least one of the conditionally elective courses MJ2437, MJ2411, EG2210, EG2220 or ME2087 should be chosen.

Mandatory courses

Course code and name Appl.code Scope P1 P2 P3 P4
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
MJ2407 Sustainable Energy Utilisation 9.0 hp 4.5 4.5
ME2312 Advanced Studies in Industrial Economics and Management 61140 12.0 hp 6.0 6.0
MJ2141 Energy Systems, Models and Scenarios 61492 9.0 hp 4.5 4.5

Conditionally elective courses

Course code and name Appl.code Scope P1 P2 P3 P4
MJ2411 Renewable Energy Technology 6.0 hp 3.0 3.0
EG2210 Electricity Market Analysis 60349 7.5 hp 7.5
MJ2437 Modeling of Energy Systems - Energy Utilization 60395 6.0 hp 6.0
EG2220 Power Generation, Environment and Markets 60352 7.5 hp 7.5
ME2087 Energy Business 61493 6.0 hp 6.0

Track, Financial Mathematics (FMIB)

Courses (FMIB)

Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM

At least one of the conditionally elective courses: SF2955, SF2972, SF2975 (year 2), SF2971, or SF2935 should be chosen.

Mandatory courses

Course code and name Appl.code Scope P1 P2 P3 P4
SF2942 Portfolio Theory and Risk Management 7.5 hp 7.5
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
SF2980 Risk Management 7.5 hp 7.5
ME2312 Advanced Studies in Industrial Economics and Management 61140 12.0 hp 6.0 6.0
SF2943 Time Series Analysis 60498 7.5 hp 7.5

Conditionally elective courses

Course code and name Appl.code Scope P1 P2 P3 P4
SF2935 Modern Methods of Statistical Learning 7.5 hp 7.5
SF2971 Martingales and Stochastic Integrals 60847 7.5 hp 7.5
SF2972 Game Theory 60848 7.5 hp 7.5
SF2955 Computer Intensive Methods in Mathematical Statistics 60851 7.5 hp 7.5

Track, Sustainable Power Generation (HKPA)

Courses (HKPA)

Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM

At least one of the conditionally elective courses MJ2437, MJ2411, MJ2438, EG2220, EG2210 or ME2087 should be chosen.

Mandatory courses

Course code and name Appl.code Scope P1 P2 P3 P4
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
MJ2405 Sustainable Power Generation 9.0 hp 4.5 4.5
ME2312 Advanced Studies in Industrial Economics and Management 61140 12.0 hp 6.0 6.0
MJ2141 Energy Systems, Models and Scenarios 61492 9.0 hp 4.5 4.5

Conditionally elective courses

Course code and name Appl.code Scope P1 P2 P3 P4
MJ2411 Renewable Energy Technology 6.0 hp 3.0 3.0
EG2210 Electricity Market Analysis 60349 7.5 hp 7.5
EG2220 Power Generation, Environment and Markets 60352 7.5 hp 7.5
ME2087 Energy Business 61493 6.0 hp 6.0
MJ2438 Modeling of Energy Systems - Heat and Power Generation 60374 6.0 hp 6.0

Track, Interaction and Visualization (IAVN)

Courses (IAVN)

Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM.

New track as from autumn 2018

Mandatory courses

Course code and name Appl.code Scope P1 P2 P3 P4
DD2380 Artificial Intelligence 6.0 hp 6.0
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
DD2395 Computer Security CINEK students chose DD1389 instead if DD2395 was attended year 3 6.0 hp 6.0
DH2628 Interaction Design Methods 60469 7.5 hp 7.5
ME2312 Advanced Studies in Industrial Economics and Management 61140 12.0 hp 6.0 6.0

Conditionally elective courses

Course code and name Appl.code Scope P1 P2 P3 P4
DD2257 Visualization 7.5 hp 7.5
DH2400 Physical Interaction Design and Realization 7.5 hp 7.5
DH2413 Advanced Graphics and Interaction 9.0 hp 3.0 6.0
DT2140 Multimodal Interaction and Interfaces 7.5 hp 7.5
DH2321 Information Visualization 60459 6.0 hp 6.0
DT2112 Speech Technology 60450 7.5 hp 7.5
DT2300 Sound in Interaction 60346 7.5 hp 7.5
DH2642 Interaction Programming and the Dynamic Web 60448 7.5 hp 4.5 3.0
DH2323 Computer Graphics and Interaction 60484 6.0 hp 6.0
DH2670 Haptics, Tactile and Tangible Interaction 60445 7.5 hp 7.5
DT2213 Musical Communication and Music Technology 60446 7.5 hp 7.5

Recommended courses

Course code and name Appl.code Scope P1 P2 P3 P4
DH2408 Evaluation Methods in Human-Computer Interaction Compulsory within Master degree in Computer Science 6.0 hp 6.0
DH2320 Introduction to Visualization and Computer Graphics Compulsory within Master degree in Computer Science 60528 6.0 hp 6.0

Track, Integrated Production Engineering (IPIB)

Courses (IPIB)

Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM

Mandatory courses

Course code and name Appl.code Scope P1 P2 P3 P4
MG2029 Production Engineering - Planning and Control 6.0 hp 6.0
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
MG2028 CAD and Other IT Tools in Industrial Processes 6.0 hp 1.5 4.5
ME2312 Advanced Studies in Industrial Economics and Management 61140 12.0 hp 6.0 6.0

One of the conditionally elective courses MG2020 or MG2040 must be chosen.

Conditionally elective courses

Course code and name Appl.code Scope P1 P2 P3 P4
MG2020 Modularisation of Products * One of the courses MG2020 or MG2040 must be chosen. 6.0 hp 6.0
MG2040 Assembly Technology * One of the courses MG2020 or MG2040 must be chosen. 61306 6.0 hp 6.0

Track, Machine Learning (MAIG)

Courses (MAIG)

Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM.

Track Machine Learning is a new track for students admitted to TIEMM as from autumn 2018

Mandatory courses

Course code and name Appl.code Scope P1 P2 P3 P4
DD2380 Artificial Intelligence 6.0 hp 6.0
DD2421 Machine Learning 7.5 hp 7.5
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
DD2395 Computer Security CINEK students chose DD1389 instead if DD2395 was attended year 3 6.0 hp 6.0
ME2312 Advanced Studies in Industrial Economics and Management 61140 12.0 hp 6.0 6.0

Conditionally elective courses

Course code and name Appl.code Scope P1 P2 P3 P4
DD2410 Introduction to Robotics *2 7.5 hp 7.5
DD2423 Image Analysis and Computer Vision *2 7.5 hp 7.5
DD2434 Machine Learning, Advanced Course *1 7.5 hp 7.5
DD2447 Statistical Methods in Applied Computer Science *1 6.0 hp 6.0
EL2320 Applied Estimation *1 7.5 hp 7.5
EL2805 Reinforcement Learning *1 7.5 hp 7.5
ID2222 Data Mining *1 7.5 hp 7.5
ID2223 Scalable Machine Learning and Deep Learning *1 7.5 hp 7.5
DD2420 Probabilistic Graphical Models *1 60496 7.5 hp 7.5
DD2437 Artificial Neural Networks and Deep Architectures *1 60575 7.5 hp 7.5
DT2112 Speech Technology *2 60450 7.5 hp 7.5
DD2476 Search Engines and Information Retrieval Systems *2 60493 9.0 hp 6.0 3.0
DD2424 Deep Learning in Data Science *1 60491 7.5 hp 7.5
DT2119 Speech and Speaker Recognition *2 60454 7.5 hp 7.5
EQ2341 Pattern Recognition and Machine Learning *1 60413 7.5 hp 7.5

Recommended courses

Course code and name Appl.code Scope P1 P2 P3 P4
DH2320 Introduction to Visualization and Computer Graphics Compulsory within Master degree in Computer Science 60528 6.0 hp 6.0

Track, Mechatronics Product Development (MPUA)

Courses (MPUA)

Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM.

The course MF2079 can replace MF2050, which starts year 2.

Mandatory courses

Course code and name Appl.code Scope P1 P2 P3 P4
MF2030 Mechatronics basic Course 6.0 hp 6.0
MF2095 Programming in C for Embedded Systems 3.0 hp 3.0
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
ME2312 Advanced Studies in Industrial Economics and Management 61140 12.0 hp 6.0 6.0

Conditionally elective courses

Course code and name Appl.code Scope P1 P2 P3 P4
MF2007 Dynamics and Motion Control 9.0 hp 9.0
MF2103 Embedded Systems for Mechatronics 61204 9.0 hp 9.0
MF2079 Mechatronics, Business and Management, extended course MF2079 can replace MF2050 which starts year 2 61205 18.0 hp 3.0

Track, Optimization and Systems Theory (OSYT)

Courses (OSYT)

Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM

At least two of the conditionally elective courses SF2822, SF2842, SF2852, SF2935 and SF2942 should be chosen.

Mandatory courses

Course code and name Appl.code Scope P1 P2 P3 P4
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
SF2832 Mathematical Systems Theory 7.5 hp 7.5
SF2812 Applied Linear Optimization 60031 7.5 hp 7.5
ME2312 Advanced Studies in Industrial Economics and Management 61140 12.0 hp 6.0 6.0

Conditionally elective courses

Course code and name Appl.code Scope P1 P2 P3 P4
SF2852 Optimal Control Theory 7.5 hp 7.5
SF2935 Modern Methods of Statistical Learning 7.5 hp 7.5
SF2942 Portfolio Theory and Risk Management 7.5 hp 7.5
SF2842 Geometric Control Theory 60033 7.5 hp 7.5
SF2822 Applied Nonlinear Optimization 60034 7.5 hp 7.5

Track, Software Engineering (PUET)

Courses (PUET)

Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM.

Track Software Engineering is a new track for students admitted to TIEMM as from autumn 2018

Mandatory courses

Course code and name Appl.code Scope P1 P2 P3 P4
DD2380 Artificial Intelligence 6.0 hp 6.0
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
DD2395 Computer Security CINEK students chose DD1389 instead if DD2395 was attended year 3 6.0 hp 6.0
DD2480 Software Engineering Fundamentals 61173 7.5 hp 7.5
ME2312 Advanced Studies in Industrial Economics and Management 61140 12.0 hp 6.0 6.0

The conditionally elective courses can be chosen year 1 or two.

Conditionally elective courses

Course code and name Appl.code Scope P1 P2 P3 P4
DD2496 Privacy Enhancing Technologies *2 7.5 hp 7.5
IK2218 Protocols and Principles of the Internet *1 6.0 hp 6.0
DD2350 Algorithms, Data Structures and Complexity *1 9.5 hp 6.0 3.5
DD2440 Advanced Algorithms *1 6.0 hp 1.5 4.5
DD2487 Large-Scale Software Development *2 7.5 hp 7.5
DD2459 Software Reliability *1 60793 7.5 hp 7.5
DD2520 Applied Cryptography *2 60549 7.5 hp 7.5
DH2642 Interaction Programming and the Dynamic Web *2 60448 7.5 hp 4.5 3.0
DD2448 Foundations of Cryptography *2 60490 7.5 hp 7.5
DD2460 Software Safety and Security *2 60553 7.5 hp 7.5
DD2481 Principles of Programming Languages *2 61174 7.5 hp 7.5
DD2525 Language-Based Security *1 60550 7.5 hp 7.5

Recommended courses

Course code and name Appl.code Scope P1 P2 P3 P4
DH2320 Introduction to Visualization and Computer Graphics Compulsory within Master degree in Computer Science 60528 6.0 hp 6.0